Deep Learning untuk Solusi Cerdas: Workshop Penggunaan Aplikasi AI untuk Kehidupan Sehari-Hari

Authors

  • Netti Herawati Politeknik Preasetiya Mandiri
  • K Ghazali Politeknik Preasetiya Mandiri
  • Uci Suryani Politeknik Preasetiya Mandiri
  • M Bambang Purwanto Politeknik Preasetiya Mandiri

DOI:

https://doi.org/10.62951/karyanyata.v2i2.1329

Keywords:

Artificial Intelligence, Deep Learning, Education, technology

Abstract

This community service activity is motivated by the rapid development of deep learning and artificial intelligence (AI) which has penetrated various aspects of life. Prasetiya Mandiri Polytechnic held a workshop "Deep Learning for Smart Solutions: Workshop on the Use of AI Applications for Daily Life" to increase AI literacy among students and lecturers. The method of implementing this activity includes the preparation of workshop materials, the implementation of presentation sessions, discussions, and practical exercises, as well as evaluation through questionnaires and observations. The results of the activity showed high enthusiasm of participants and increased understanding of the basic concepts of deep learning and AI applications. The interpretation of the questionnaire data showed a high level of participant satisfaction, with an average score of 4.5 on a scale of 5. The results of the participants' practical exercises also demonstrated their ability to apply AI concepts to create simple applications. This activity succeeded in achieving its goal of improving participants' digital skills and encouraging the application of AI in learning and research at Prasetiya Mandiri Polytechnic. In conclusion, this workshop is effective in improving AI literacy and providing practical experience to participants, and has the potential to be further developed by adding more intensive and diverse practice sessions

References

Achmad Leofaragusta K K, Wasitoh Meirani, & M Bambang Purwanto. (2025). Writing A Video Script to Promote Balaputra Dewa Museum as A Cultural Tourism Attraction in Palembang. PUSTAKA: Jurnal Bahasa Dan Pendidikan, 5(2 SE-Articles), 12–23. https://doi.org/10.56910/pustaka.v5i2.1924

Bambang, M., & Ariya Agustin. (2022). Workshop Online Pembelajaran Bahasa Inggris: Strategi Belajar Grammar dan Structure Bagi EFL. Jurnal Pengabdian Masyarakat Indonesia, 1(2 SE-Articles), 22–27. https://doi.org/10.55606/jpmi.v1i2.185

Budiyanto, Kabri, K., Harapan, E., & Purwanto, M. B. (2024). 21st Century English Learning: a Revolution in Skills, Critical Thinking, Creativity, and Visual Communication. Asian Journal of Applied Education (AJAE), 3(1 SE-Articles), 43–54. https://doi.org/10.55927/ajae.v3i1.7841

Campesato, O. (2020). Artificial intelligence, machine learning, and deep learning. Mercury Learning and Information.

Dong, H., Dong, H., Ding, Z., Zhang, S., & Chang, T. (2020). Deep reinforcement learning. Springer.

Gupta, R., Srivastava, D., Sahu, M., Tiwari, S., Ambasta, R. K., & Kumar, P. (2021). Artificial intelligence to deep learning: machine intelligence approach for drug discovery. Molecular Diversity, 25(3), 1315–1360. https://doi.org/10.1007/s11030-021-10217-3

Hanadya, D., Auliana, N. U., & Purwanto, M. B. (2022). Kepuasan Mahasiswa Terhadap Pelayanan Sarana Dan Prasarana Perpustakaan Di Politeknik Darussalam Palembang. Jurnal Ilmiah Mahasiswa Perbankan Syariah (JIMPA), 2(1), 171–182. https://doi.org/10.36908/jimpa.v2i1.61

Irawan, D., Marisya, F., Hatidah, H., & Purwanto, M. (2024). Changing principal leadership in the age of digitalization. INTERACTION: Jurnal Pendidikan Bahasa, 11(1). https://doi.org/10.36232/jurnalpendidikanbahasa.v11i1.6033

Li, Y. (2017). Deep reinforcement learning: An overview. ArXiv Preprint ArXiv:1701.07274.

Nasar, I., Nurdianingsih, F., Rahmi, E., & Purwanto, M. B. (2024). Values Of Character Education: Study of Strengthening the Culture of Digital Literacy for Youth in Disruptive 5.0 Era. Gema Wiralodra, 15(1 SE-Articles), 596–604. https://doi.org/10.31943/gw.v15i1.688

Nasar, I., Uzer, Y., & Purwanto, M. B. (2023). Artificial Intelligence in Smart Classrooms: An Investigative Learning Process for High School. Asian Journal of Applied Education (AJAE), 2(4), 547–556. https://doi.org/10.55927/ajae.v2i4.6038

Novia, F., Desti Nurdianti, & M Bambang Purwanto. (2024). English Learning and Innovation Skills in 21st: Implementation of Critical Thinking, Creativity, Communication, and Collaboration. Asian Journal of Applied Education (AJAE), 3(2 SE-Articles), 113–124. https://doi.org/10.55927/ajae.v3i2.8318

Purwanto, M. B. (2021). Peran Pendidik dalam Menciptakan Kelas Yang Berkarakter di Sekolah Dasar. Jurnal PGSD Musi, 4(2), 148–162. https://doi.org/10.32524/jpgsdm.v6i1

Purwanto, M. B. (2022a). Pelatihan Bahasa Inggris untuk Guru Paud di RA Nahdatul Ulama 2 Kecamatan Ilir Timur Satu Kota Palembang. Jurnal Pengabdian Kepada Masyarakat, 1(2). https://ojs.politeknikdarussalam.ac.id/index.php/jpkm/article/view/67

Purwanto, M. B. (2022b). Pengembangan Kain Khas Kabupaten Musi Banyuasin Sebagai Upaya untuk Meningkatkan Ekonomi Lokal. Jurnal Pariwisata Darussalam, 1(2).

Purwanto, M. B., Devi, D., & Nuryani, N. (2020). Pembelajaran Era Distrutip Menuju Masyarakat 5.0. Prosiding Seminar Nasional Program Pascasarjana Universitas PGRI Palembang.

Purwanto, M. B., Hartono, R., & Wahyuni, S. (2023). Essential Skills Challenges for the 21st Century Graduates: Creating A Generation of High-Level Competence in The Industrial Revolution 4.0 Era. Asian Journal of Applied Education (AJAE), 2(3), 279–292. https://doi.org/10.55927/ajae.v2i3.3972

Purwanto, M. B., & Malini, S. (2022). Kegiatan Bimbingan Belajar (Bimbel) Bahasa Inggris dan Matematika untuk Siswa SD di Lingkungan RT. 29 RW. 10 Kelurahan 20 Ilir D.IV Kota Palembang. PaKMas: Jurnal Pengabdian Kepada Masyarakat, 2(1), 139–144. https://doi.org/10.54259/pakmas.v2i1.832

Purwanto, M. B., Umar, U., Agustin, A., Marsinah, M., & Indriani, R. A. R. F. (2024). Machine Learning, Software, Applications, and Websites For Language Instruction. International Journal of Educational Evaluation and Policy Analysis, 1(4), 27–40. https://doi.org/10.62951/ijeepa.v1i4.49

Purwanto, M. B., Yuliasri, I., Widhiyanto, W., & Rozi, F. (2024). Primary School English Education In The Age Of Industry 4.0: Tackling Challenges, Expanding Horizons. Proceedings of Fine Arts, Literature, Language, and Education, 859–873.

Ridayani, R., & Purwanto, M. B. (2024). Enhancing Speaking Skills Through Role Play and Multimedia Technology . Refleksi: Jurnal Penelitian Tindakan, 2(2 SE-Articles), 33–43. https://doi.org/10.37985/refleksi.v2i2.413

Umar, U., Purwanto, M. B., & Al Firdaus, M. M. (2023). Research And Development: As The Primary Alternative to Educational Research Design Frameworks. JELL (Journal of English Language and Literature) STIBA-IEC Jakarta, 8(01), 73–82. https://doi.org/10.37110/jell.v8i01.172

Valente, J., António, J., Mora, C., & Jardim, S. (2023). Developments in Image Processing Using Deep Learning and Reinforcement Learning. In Journal of Imaging (Vol. 9, Issue 10). https://doi.org/10.3390/jimaging9100207

Wang, X., Wang, S., Liang, X., Zhao, D., Huang, J., Xu, X., Dai, B., & Miao, Q. (2024). Deep Reinforcement Learning: A Survey. IEEE Transactions on Neural Networks and Learning Systems, 35(4), 5064–5078. https://doi.org/10.1109/TNNLS.2022.3207346

Yuan, H., Li, G., Feng, L., Sun, J., & Han, Y. (2020). Automatic View Generation with Deep Learning and Reinforcement Learning. 2020 IEEE 36th International Conference on Data Engineering (ICDE), 1501–1512. https://doi.org/10.1109/ICDE48307.2020.00133

Zhang, D., Han, X., & Deng, C. (2018). Review on the research and practice of deep learning and reinforcement learning in smart grids. CSEE Journal of Power and Energy Systems, 4(3), 362–370. https://doi.org/10.17775/CSEEJPES.2018.00520

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Published

2025-04-10

How to Cite

Netti Herawati, K Ghazali, Uci Suryani, & M Bambang Purwanto. (2025). Deep Learning untuk Solusi Cerdas: Workshop Penggunaan Aplikasi AI untuk Kehidupan Sehari-Hari. Karya Nyata : Jurnal Pengabdian Kepada Masyarakat, 2(2), 01–14. https://doi.org/10.62951/karyanyata.v2i2.1329